An exploration of Rivian’s upcoming IPO valuation, the company’s history, and what their future plans may be. — Introduction Rivian Automotive a newcomer to the automotive industry has made quite the splash over the past couple of years. In November 2018 at the LA Auto Show the stealthy EV startup unveiled its first two offerings, the R1T an EV pickup truck, and R1S an EV SUV. Since then Rivian…

Exploring Stock Data in Python using Pandas and k-Means Clustering — Introduction This will be a continuation of my previous post where I showed how to use the Alpha Vantage API to get stock data for free. This post will utilize that data to perform exploratory analysis and implement an unsupervised learning model. Supervised vs Unsupervised Learning So you may be asking yourself what is unsupervised…

Alpha Vantage offers a free API for enterprise-grade financial market data — Intro This post is a solution to a problem I had, and I am sharing it with the hope it makes stock analysis more accessible for retail investors and traders. While trying to find data for analyzing stocks I ran into an issue, specifically one of cost. I was searching for…

Using Numpy Pandas and Plotly — Intro This post will provide a brief introduction to Monte Carlo simulations in python, utilizing the numpy, pandas, and plotly libraries. What are Monte Carlo Simulations Monte Carlo simulations are the process of using random sampling to model possible paths a variable could take. It turns out that rather than finding some abstract equation or method…